• 상하수도학회지
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• 제34권6호
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• pp.481-493
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• 2020

Deep learning models, which imitate the function of human brain, have drawn attention from many engineering fields (mechanical, agricultural, and computer engineering etc). The major advantages of deep learning in engineering fields can be summarized by objects detection, classification, and time-series prediction. As well, it has been applied into environmental science and engineering fields. Here, we compiled our previous attempts to apply deep learning models in water-environment field and presented the future opportunities.

• International Journal of Internet, Broadcasting and Communication
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• 제15권1호
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• pp.150-156
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• 2023

In a recent study, the phenomena of attention being drawn to the media business, particularly over-the-top (OTT) services, was the focus. Particularly, after the Squid Game was broadcast in September 2021, the total number of Netflix users had topped 213.6 million since the company first entered the domestic market. Domestic companies have also introduced OTT services like 'Wave', 'Tving', and 'Watcha Play' to capitalize on this market trend. However, questions persist about how Korea's native OTT providers, both large and small, are being harmed by Netflix's strong financial position and massive content quantity. In order to offer realistic performance metrics, we analyze Coupang Play among domestic OTT service providers after reviewing the business model and management strategy of representative OTT service firms.

• 한국항만학회지
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• 제7권2호
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• pp.61-68
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• 1993

Studies on the ship's automatic navigation & berthing control have been continued by way of solving the ship's mathematical model, but the results of such studies have not reached to our satisfactory level due to its non-linear characteristics at low speed. In this paper, the authors propose a new control system which can evaluate as closely as captain's decision-making by using the FNN(Fuzzy Neural Network) controller which can simulate captain's knowledge. This controller contains the concept of safety according to channel width. The learning data are drawn from ship Handling simulator(NavSim NMS-90 MK III) and represent the ship motion characteristics internally. According to learning procedure, the FNN controller can tune membership functions and identify fuzzy control rules automatically. The verified results show that the FNN controller is effective to incorporate captain's knowledge and experience of manoeuvrability in channel.

• Archives of Plastic Surgery
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• 제50권1호
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• pp.96-100
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• 2023

The microsurgical anastomosis is integral to the success of autologous-free tissue transfer. Successful performance of this procedure relies strongly on operator dexterity, which can be made more challenging when blood and edematous fluids obscure the field of view. Workflow is impeded by intermittent irrigation and suctioning, necessitating presence of an assistant, with risk of arterial thrombosis, from vessels being drawn into suction drains. To negate these current disadvantages and minimize the barrier of entry to microvascular operations, we designed, manufactured, and patented a novel three-dimensional printed microsurgical background device with microfluidic capabilities that allow continuous suction and irrigation as well as provide platforms that enable multiangle retraction to facilitate operator autonomy. This was validated in an ex vivo model, with the device found to be superior to the current standard. We believe that this will have major applicability to the improvement of microsurgeon

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2022년도 추계학술발표대회
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• pp.40-42
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• 2022

People's focus steadily shifted toward fashion as a popular aesthetic expression as their quality of life improved. Humans are inevitably drawn to things that are more aesthetically appealing. This human proclivity has resulted in the evolution of the fashion industry over time. However, too many clothing alternatives on e-commerce platforms have created additional obstacles for clients in recognizing their suitable outfit. Thus, in this paper, we proposed a personalized Fashion Recommender system that generates recommendations for the user based on their previous purchases and history. Our model aims to generate recommendations using an image of a product given as input by the user because many times people find something that they are interested in and tend to look for products that are like that. In the system, we first reduce data dimensionality by component analysis to avoid the curse of dimensionality, and then the final suggestion is generated by neural network. To create the final suggestions, we have employed neural networks to evaluate photos from the H&M dataset and a nearest neighbor backed recommender.

• International journal of advanced smart convergence
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• 제12권4호
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• pp.344-352
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• 2023

The purpose of this study is to empirically grasp the relationship between website immersion and website attitude by the attribute factors of the Taekwondo information website and provide it as basic data for effective operation of the Taekwondo information website. The subjects of this study were Taekwondo athletes enrolled in high schools and universities affiliated with the Korean Taekwondo Association, and the sampling method was sampled using the convient sampling method, a non-probability sampling method. Of the 820 questionnaires finally obtained, 789 were processed using PASW Statistics 20.0 and AMOS, except for 31 that were deemed to have poor respondents' contents or were not valuable as data. For data analysis, the statistical analysis techniques used in this study were frequency analysis, factor analysis, Cronbach's α test, correlation analysis, and structural equation model analysis (SEM), and the significance level of the research hypothesis was α=.It was verified at 05. The following conclusions were drawn through such research methods and procedures. First, information, entertainment, structure, cognition, searchability, and connectivity of Taekwondo information website attributes affect website immersion. Second, website immersion is affecting website attitudes.

• 한국농공학회지
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• 제22권4호
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• pp.108-114
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• 1980

A deterministic conceptual erosion model which simulates detachment, entrainment, transport and deposition of eroded soil particles by rainfall impact and flowing water is presented. Both upland and channel phases of sediment yield are incorporated into the erosion model. The algorithms for the soil erosion and sedimentation processes including land and crop management effects are taken from the literature and then solved using a digital computer. The erosion model is used in conjunction with the modified Kentucky Watershed Model which simulates the hydrologic characteristics from watershed data. The two models are linked together by using the appropriate computer code. Calibrations for both the watershed and erosion model parameters are made by comparing the simulated results with actual field measurements in the Four Mile Creek watershed near Traer, Iowa using 1976 and 1977 water year data. Two water years, 1970 and 1978 are used as test years for model verification. There is good agreement between the mean daily simulated and recorded streamflow and between the simulated and recorded suspended sediment load except few partial differences. The following conclusions were drawn from the results after testing the watershed and erosion model. 1. The watershed and erosion model is a deterministic lumped parameter model, and is capable of simulating the daily mean streamflow and suspended sediment load within a 20 percent error, when the correct watershed and erosion parameters are supplied. 2. It is found that soil erosion is sensitive to errors in simulation of occurrence and intensity of precipitation and of overland flow. Therefore, representative precipitation data and a watershed model which provides an accurate simulation of soil moisture and resulting overland flow are essential for the accurate simulation of soil erosion and subsequent sediment transport prediction. 3. Erroneous prediction of snowmelt in terms of time and magnitute in conjunction with The frozen ground could be the reason for the poor simulation of streamflow as well as sediment yield in the snowmelt period. More elaborate and accurate snowmelt submodels will greatly improve accuracy. 4. Poor simulation results can be attributed to deficiencies in erosion model and to errors in the observed data such as the recorded daily streamflow and the sediment concentration. 5. Crop management and tillage operations are two major factors that have a great effect on soil erosion simulation. The erosion model attempts to evaluate the impact of crop management and tillage effects on sediment production. These effects on sediment yield appear to be somewhat equivalent to the effect of overland flow. 6. Application and testing of the watershed and erosion model on watersheds in a variety of regions with different soils and meteorological characteristics may be recommended to verify its general applicability and to detact the deficiencies of the model. Futhermore, by further modification and expansion with additional data, the watershed and erosion model developed through this study can be used as a planning tool for watershed management and for solving agricultural non-point pollution problems.

• 자원ㆍ환경경제연구
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• 제13권4호
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• pp.735-761
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• 2004

해외자원개발사업은 성공할 경우 높은 수익률을 보장하지만 장기적인 투자기간과 높은 시장위험부담으로 인하여 사업의 가치분석에 있어서 사업기간 동안의 여러 가지 변수들을 분석할 수 있는 유연성을 요구하고 있다. 기업의 투자 의사결정과정에서 가장 널리 이용되는 평가방법인 전통적 기존의 현금흐름할인법의 단점을 보완할 대안으로서 제시된 옵션가격 결정모형(Option Pricing Model)을 여타의 다른 자산의 평가 및 사업성 평가에 응용하고자 하는 연구 분야인 실물옵션(Real Options)은 특히 위험도가 큰 자원개발사업의 가치를 평가할 좋은 방법론으로 주목받아왔으나, 다양한 현실적 상황을 도입하게 되면 확률과정이 난해한 형태로 변하여 수학적 처리가 용이하지 않아 실용화에 가장 큰 걸림돌로 작용하고 있다. 따라서 기존의 연구들은 확률과정의 선정과정에서 자원개발사업의 특성이나 실용성을 고려하여 확률과정을 선정하지 않고 기초적인 확률과정을 적용하여 왔다. 본 연구에서는 해외자원개발사업을 대상으로 옵션가격 결정모형을 활용하는 경우를 산정하여, 해외자원개발사업의 평가에 쉽게 활용될 수 있는 단순화된 함수의 형태로 표현된 옵션가격 결정모형을 제시해 보았다. 즉, 이론적인 정교한 확률과정을 도출하기보다는 자원개발사업의 특징을 충분히 반영하면서도 사업평가실무에 손쉽게 이용될 수 있는 현실적이면서도 단순한 확률과정을 선정하고자 하였다. 이를 위하여 구리, 연, 아연의 국제시장가격의 특성과 연-아연광 개발사업의 사례를 활용하여 기존의 모형연구들과 달리 실제의 위험을 모두 분석하되, 분석하는 모형을 최대한 단순화하여가는 과정을 통하여 Gibson-Schwartz가 제안한 Two-Factor Model과 Long-Term Asset Model을 적절한 모형으로 선정하고, 이를 바탕으로 운영옵션과 투자개시옵션의 두 가지 경영옵션을 분석하여 그 결과를 제시하였다. 본 연구에서 분석, 제안한 단순화 과정은 앞으로 옵션가격 결정이론을 바탕으로 한 가치평가모형의 실제사례 적용연구에서 활용될 수 있을 것으로 기대한다.

• 간호행정학회지
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• 제6권1호
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• pp.109-122
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• 2000

The present study examined the causal relationships among nurses' perceived autonomy, job satisfaction, work environment (work overload, role conflict, situational support, head nurses' leadership), personal aspects(experiences, need for achievement, professional knowledge and skill) by constructing and testing a theoretical framework. Based on literature review nurses' perceived autonomy and job satisfaction were conceived of as outcomes of the interplay among work environment and personal characteristics. Work environment factors involved work overload, role conflict, situational support, and head nurses' leadership (task oriented leadership, relation oriented leadership). Personal charateristics included experiences, need for achievement, and professional knowledge and skill. Three large general hospital in Chonbuk were selected to participate. The total sample of 516 registered nurses represents a response rate of 92 percent. Data for this study was collected from July to September in 1998 by Questionnaire. Path analyses with LISREL 7.16 program were used to test the fit of the proposed conceptual model to the data and to examine the causal relationship among variables. The result showed that both the proposed model and the modified model fit the data excellently. It needs to be notified, however, that path analisis can not count measurement errors; measurement error can attenuate estimates of coefficient and explanatory power. Nevertheless the model revealed relatively high explanatory power. 42 percent of nurses' perceived autonomy was explained by predicted variables; 32 percent of nurses' job satisfaction was explained by by predicted variables. Tn predicting nurses' perceived autonomy the findings of this study clearly demonstrated the work overload might be the most important variable of all the antecedent variables. Head nurses' relation oriented leadership, situational supports, need for achievement, and role conflict were also found to be important determinants for nurses' perceived autonomy. As for the job satisfaction, role conflict, situational supports, need for the achievement, and head nurses' relation oriented leadership were in turn important predictors. Unexpectedly the result showed perceived autonomy have few influence on job satisfaction. The results were discussed, including directions for the future research and practical implication drawn from the research were suggested.

• 한국가정과교육학회지
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• 제24권4호
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• pp.105-116
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• 2012

본 연구에서는 중학생들의 비만스트레스 인지에 미치는 외모만족과 자아존중감의 영향력과 그 관계의 역동성을 분석하고 자 하였다. 이를 위해 서울 지역 9개 중학교 3학년에 재학 중인 남 여학생을 대상으로 설문을 진행하여 자료를 수집하였고, 664명(여학생 324명, 남학생 340명)의 자료를 분석하였다. 자료는 AMOS 프로그램을 이용하여 분석하였다. 외모 만족과 자아존중감이 비만스트레스에 영향을 미치는 경로를 살펴본 결과, 외모 만족은 비만스트레스에 직접효과와 간접효과를 나타내었고, 외모 만족이 자아존중감을 경유하여 비만스트레스에 미치는 간접영향이 직접영향보다 큰 것으로 나타났다. 또한, 자아존중감은 비만스트레스에 대해 직접적으로 영향을 미쳤으며, 그 효과는 외모 만족이 비만스트레스에 미치는 효과보다 컸다. 따라서, 본 연구결과 외모만족이 비만스트레스에 영향을 미치는 데 있어 자아존중감이 중요한 매개효과 혹은 버퍼링효과가 있는 것으로 나타났다.